C.A. Swan is a Senior Director, Analyst on the Software Engineering Leader team, specializing in AI Testing and Quality. He guides CIOs, IT executives, and Software Engineering Leaders in developing comprehensive AI testing strategies and quality assurance frameworks. Mr. Swan's research centers on AI-driven testing methodologies, quality engineering for AI systems, and establishing robust testing practices for machine learning applications. His expertise in AI testing automation, model validation, and quality metrics helps organizations build reliable AI systems while mitigating risks. He provides strategic insights that enable clients to implement effective AI quality assurance programs and make informed decisions about testing tools and methodologies in their AI development lifecycle.
Mr. Swan has worked with leading technology companies and startups throughout his career in executive technology leadership, platform development, and strategic consulting roles, serving clients across diverse industries including sports, health care, e-commerce, media and entertainment.
Software Engineering Technologies
Software Engineering Practices
Software Engineering Leadership
Impact of Generative AI and other AI/ML technologies on development and testing practices
Cloud AI Developer Services
AI-augmented software engineering
Effective practices for software quality that emphasize agile practices and continuous quality
Digital Immunity